Professor of Machine Learning

Research interests

I have broad interests in probabilistic methods in machine learning in supervised, unsupervised and reinforcement learning. I am particularly interested in inference and learning in non-parametric models, and their application to problems in non-linear adaptive control.

Strategic themes

Complex, resilient and intelligent systems

I am interested in modeling, inference, representation and decision making under uncertainty, a central theme in URR.